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SALES-MA-PLOT.png
monthly sales data with 4-month moving average (equal-weighted)
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SALES-WMA-4-PLOT.png
monthly sales data with 4-month moving average (more weights to recent observations)
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Intl-Passenger-WMA-12.png
international passenger's airline monthly data with 12-month weighted moving average
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SALES-SESMTH-PLOT.png
sales monthly data with Brown's simple exponential smoothing (alpha=0.8)
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SALES-SESMTH-OPTIMAL-ALPHA-PLOT.png
plotting the sum of squared error for simple exponential fit using different smoothing factor value to find the optimal value
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Intl-Passenger-DESMTH.png
International passenger's airline monthly data with Holt-winter's double exponential smoothing function
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SALES-DESMTH-OPTIMAL-ALPHA-PLOT.png
Sum of squared errors plot for changing the smoothing and trend smooth factors, in an attempt t find optimal values
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Intl-Passenger-LESMTH.png
International passengers' airline data with brown's linear exponential smoothing function
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SALES-LESMTH-OPTIMAL-ALPHA-PLOT.png
Sum of squared errors plot for changing values of the smoothing factor, in an attempt t find optimal value
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Intl-Passenger-TESMTH-PLOT.png
International passengers' airline data with winter's triple exponential smoothing function (season length=12)
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Intl-Passenger-TESMTH-PROBLEM-STATEMENT.png
Setup the minimization problem with the sum of squared errors as the utility function
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Intl-Passenger-TESMTH-SOLVER-DLG.png
Launch the solver; set the utility, varying arguments and the constraints.
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Intl-Passenger-TESMTH-SOLVER_COMPLETE.png
solver searches for optimal solution, ultimately prompting its completion
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Intl-Passenger-TESMTH-OPTIMAL-PARMS.png
The optimal alpha, beta and gamma for the triple smoothing function that minimize the sum of squared errors